San Fernando Valley. The San Fernando Valley is approximately 250 square miles in area and is comprised of about 1.3 million people. It is located north of the Santa Monica Mountains and includes all or a portion of the cities of Los Angeles, Burbank, San Fernando, Agoura, Hidden Hills, Westlake Village, and Calabasas.